Title :
Design of optimal fuzzy logic-PID controller using bee colony optimization for frequency control in an isolated wind-diesel system
Author :
Chaiyatham, T. ; Ngamroo, I. ; Pothiya, S. ; Vachirasricirikul, S.
Author_Institution :
Dept. of Electr. Eng., King Mongkut´´s Inst. of Technol. Ladkrabang, Bangkok, Thailand
Abstract :
Generally, the inevitable problems in the fuzzy logic-PID (FLPID) control design are the trial and error of the setting of scale factors, membership functions and control rules. To solve these problems, this paper proposes the optimal FLPID controller design using bee colony optimization (BCO) for the load frequency control in the microgrid system. The considered microgrid is the hybrid wind-diesel isolated system. The BCO is applied to automatically optimize the FLPID controllers of governor in the diesel side and blade pitch control in the wind side. Simulation studies show the superior robustness of the optimal FLPID against system parameters variation in comparison with the optimal PID controller and the non-optimal FLPID controller.
Keywords :
diesel-electric power stations; frequency control; fuzzy control; machine control; optimal control; power generation control; power grids; three-term control; wind power plants; bee colony optimization; blade pitch control; isolated wind-diesel system; load frequency control; microgrid system; optimal PID controller; optimal fuzzy logic PID controller; speed governor; wind side; Automatic control; Control design; Control systems; Design optimization; Frequency control; Fuzzy control; Fuzzy logic; Fuzzy sets; Fuzzy systems; Optimal control; Bee colony optimization; Fuzzy logic-PID controller; Isolated wind-diesel generation system; Microgrid system; frequency control;
Conference_Titel :
Transmission & Distribution Conference & Exposition: Asia and Pacific, 2009
Conference_Location :
Seoul
Print_ISBN :
978-1-4244-5230-9
Electronic_ISBN :
978-1-4244-5230-9
DOI :
10.1109/TD-ASIA.2009.5356804